Physical AI · Modern biology

Cellcraft IQ

Making bioreactors intelligent.

The physical AI layer between your bioprocess data and control system, predicting, adapting and optimising in real time.

Gold stainless bioreactor train in a modern production facility
Observe01

See the process as it changes.

Unify live reactor signals into one clear process state, from R&D through production.

Predict02

Know where the batch is heading.

Predictive soft sensors estimate critical quality attributes and flag deviations earlier.

Cellcraft IQProcess intelligence · 01
Optimise03

Turn insight into the next action.

Physics-informed AI recommends control changes while keeping your operators in the loop.

Control04

Progress on your terms.

Start in advisory mode, validate performance, then move towards qualified autonomous control.

The operating principles

Intelligence engineered for living systems.

  1. 01

    Hardware-agnostic

    Works with the bioreactor infrastructure you already trust.

  2. 02

    AI-native

    Machine learning and physics-constrained modelling, built together.

  3. 03

    Advisory → autonomous

    Begin with recommendations. Progress to qualified closed-loop control.

  4. 04

    Adaptive

    Responds continuously as biological conditions change.

Where Cellcraft IQ sits

One intelligence layer. Every scale.

An additional layer to control and optimise your processes from R&D through scale-up and production without replacing your existing infrastructure.

Your bioprocess data

Cellcraft IQ

Data + AI models + process intelligence

Your bioreactor control system

Inside the product

See the process.
Shape the outcome.

A live console for what is happening now, where the batch is heading and what to do next. Click through it below.

Real-time trends

Monitor every critical variable live and spot deviations early.

Cellcraft IQ · live console● Operational

Active reactors

3/ 4

Running batches

3batches

Predicted failures avoided

4

Cost per gram

-40%

Bioreactor foundry · click a reactor

BR-2000A

Mode: Automation

Temp

37.2 °C

pH

7.05

DO

44.2 %

The outcome

50–80%

lower batch failure rates.

40%

reduction in production costs.

01

R&D

Learn faster

02

Scale-up

Transfer intelligence

03

Production

Optimise every run

Physical AI, in the real world

Built to work with the equipment you already trust.

Add intelligence without replacing your bioreactors. Start in advisory mode, validate the impact, then progress on your terms.

Bioreactor connected to Cellcraft IQ process monitoring

Risk free pilot

Prove it on your bioreactor in 2 to 12 weeks.

Start a pilot ↗

Risk free pilot

No cost to run it. No commitment afterwards.

2 to 12 weeks

From first data connection to measured results.

No integration cost

We connect over OPC UA, MQTT, REST, LIMS and MES.

No SaaS cost

Nothing to license while you evaluate.

Technology partnerships and pilots

Work with us on your process.

We partner with biomanufacturers, equipment makers and technology providers, and we run risk free pilots on live bioreactors.

Start a conversation ↗